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Lora 8B Medic by kloodia

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  8-bit   Adapter Base model:adapter:meta-llama/... Base model:meta-llama/meta-lla...   Bitsandbytes   Finetuned   Generated from trainer   Llama   Lora   Peft   Region:us   Safetensors   Tensorboard

Lora 8B Medic Benchmarks

LLME Score: 0.21564
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Lora 8B Medic Parameters and Internals

LLM NameLora 8B Medic
Repository 🤗https://huggingface.co/kloodia/lora-8b-medic 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM0.3 GB
Updated2024-09-19
Maintainerkloodia
Model Files  0.3 GB
Model ArchitectureAdapter
Licenseother
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj|down_proj|up_proj|o_proj|gate_proj|k_proj
LoRA Alpha16
LoRA Dropout0.05
R Param32
Lora 8B Medic (kloodia/lora-8b-medic)

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Context / RAM
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... 3 8B Instruct Bvr Finetune V38K / 16.1 GB80
Fireball 3.1 8B ORPO0K / 16.1 GB612
Llama3 C1 Full0K / 0.2 GB130
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FineLlama3.1 8B Instruct Lora0K / 0.2 GB01
Llama 3 8B Claudstruct V30K / 0.1 GB350
Llama3 8B Instruct Code0K / 0.2 GB11
Llama 3 8B Instruct 80K QLoRA0K / 2.2 GB023
Llama3 8b Sa V0.10K / 0 GB310
Note: green Score (e.g. "73.2") means that the model is better than kloodia/lora-8b-medic.

Rank the Lora 8B Medic Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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